Automatic time series model selection


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Documentation for package ‘autots’ version 2.3.3

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Ats Function for automatic time series model selection.
Ats-methods Ats methods
Ats.Arima Function for automatic time series model selection among ARIMA model by AIC
Ats.ARMAGARCH Function for automatic time series model selection among the GARCH (including trend with ARMA) models by AIC.
Ats.Expon Function for automatic time series model selection among exponential smoothing model by AIC
Ats.fGARCH Function for automatic time series model selection among the ARMA-GARCH by AIC.
Ats.garch Function for automatic time series model selection among the GARCH model by AIC.
Ats.linear Function for automatic time series model selection among the linear model classes.
Ats.lstar Function for automatic time series model selection among the logistic smooth transition autoregressive model by AIC
Ats.nonlinear Function for automatic time series model selection among the nonlinear model classes.
Ats.setar Function for automatic time series model selection among the self exciting threshold autoregressive model by AIC
Ats.TAR Function for automatic time series model selection among the threshold autoregressive model by AIC
plot.Ats Ats methods
predict.Ats Ats methods
print.Ats Ats methods